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1 high_GPA math_SAT verb_SAT comp GP/univ GPA 2 3.45 643 589 3.76 3.52 3 2.78 558 512 2.87 2.91 4 2.52 583 503 2.54 2.4
1 high_GPA math_SAT verb_SAT comp GP/univ GPA 2 3.45 643 589 3.76 3.52 3 2.78 558 512 2.87 2.91 4 2.52 583 503 2.54 2.4 5 3.67 685 602 3.83 3.47 6 3.24 592 538 3.29 3.47 7 2.1 562 486 2.64 2.37 8 2.82 573 548 2.86 2.4 9 2.36 559 536 2.03 2.24 10 2.42 552 583 2.81 3.02 11 3.51 617 591 3.41 3.32 12 3.48 684 649 3.61 3.59 13 2.14 568 592 2.48 2.54 14 2.59 604 582 3.21 3.19 15 3.46 619 624 3.52 3.71 16 3.51 642 619 3.41 3.58 17 3.68 683 642 3.52 3.4 18 3.91 703 684 3.84 3.73 19 3.72 712 652 3.64 3.49 20 2.15 564 501 2.14 2.25 21 2.48 557 549 2.21 2.37 22 3.09 591 584 3.17 3.29 23 2.71 599 562 3.01 3.19 24 2.46 607 619 3.17 3.28 25 3.32 619 558 3.01 3.37 26 3.61 700 721 3.72 3.61 27 3.82 718 732 3.78 3.81 28 2.64 580 538 2.51 2.4 29 2.19 562 507 2.1 2.21 30 3.34 683 648 3.21 3.58 31 3.48 717 724 3.68 3.51 32 3.56 701 714 3.48 3.62 33 3.81 691 684 3.71 3.6\f67 3.42 667 583 3.09 3.01 68 3.52 656 609 3.42 3.37 69 2.24 554 542 2.07 2.34 70 3.29 692 563 3.17 3.29 71 3.41 684 672 3.51 3.4 72 3.56 717 649 3.49 3.38 73 3.61 712 708 3.51 3.28 74 3.28 641 608 3.4 3.31 75 3.21 675 632 3.38 3.42 76 3.48 692 698 3.54 3.39 77 3.62 684 609 3.48 3.51 78 2.92 564 591 3.09 3.17 79 2.81 554 509 3.14 3.2 80 3.11 685 694 3.28 3.41 81 3.28 671 609 3.41 3.29 82 2.7 571 503 3.02 3.17 83 2.62 582 591 2.97 3.12 84 3.72 621 589 4 3.71 85 3.42 651 642 3.34 3.5 86 3.51 673 681 3.28 3.34 87 3.28 651 640 3.32 3.48 88 3.42 672 607 3.51 3.44 89 3.9 591 587 3.68 3.59 90 3.12 582 612 3.07 3.28 91 2.83 609 555 2.78 3 92 2.09 554 480 3.68 3.42 93 3.17 612 590 3.3 3.41 94 3.28 628 580 3.34 3.49 95 3.02 567 602 3.17 3.28 96 3.42 619 623 3.07 3.17 97 3.06 691 683 3.19 3.24 98 2.76 564 549 2.15 2.34 99 3.19 650 684 3.11 3.28\fThe SAT data is a study that examines the SAT and GPA information of 105 students who graduated from a university with a B.S. in computer science. As an advisor to the Admission Officer: A.) Can you predict a student's college grades using the grades and test scores from high school? B.) What variables should or should not be included? What is the final model? C.) What is the minimum requirement to get university GPA above 3
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